PEP257 D104 D05 #195

Author: dpuenteramirez

instance_selection/utils/__init__.py

@@ -1,3 +1,8 @@
+"""Instance Selection Utils.
+
+Methods that are useful for multiple algorithms implemented in the instance
+selection library.
+"""
 from ._transformer import transform, transform_original_complete, \
     delete_multiple_element
 

instance_selection/utils/_transformer.py

@@ -3,7 +3,7 @@
 
 def transform(samples, y):
     """
-    Transform pandas DataFrame to Sklearn Bunch
+    Transform pandas DataFrame to Sklearn Bunch.
 
     It takes a pandas dataframe and a pandas series, converts them to numpy
     arrays, and returns a Bunch object with the data and target attributes
@@ -20,7 +20,7 @@ def transform(samples, y):
 
 def transform_original_complete(original, original_y, complete, complete_y):
     """
-    It takes in two sets of data, and returns two sets of data
+    It takes in two sets of data, and returns two sets of data.
 
     :param original: the original data
     :param original_y: the original labels
@@ -33,7 +33,7 @@ def transform_original_complete(original, original_y, complete, complete_y):
 
 def delete_multiple_element(list_object, indices, reverse=True):
     """
-    It deletes multiple elements from a list, given a list of indices
+    It deletes multiple elements from a list, given a list of indices.
 
     :param list_object: The list object you want to delete elements from
     :param indices: a list of indices to be deleted